Overview
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 199 |
| Missing cells | 6 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 29.7 KiB |
| Average record size in memory | 152.7 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 11 |
| Text | 2 |
| DateTime | 1 |
year has constant value "2013" | Constant |
month has constant value "1" | Constant |
day has constant value "1" | Constant |
air_time is highly overall correlated with arr_time and 2 other fields | High correlation |
arr_delay is highly overall correlated with dep_delay | High correlation |
arr_time is highly overall correlated with air_time and 5 other fields | High correlation |
carrier is highly overall correlated with origin | High correlation |
dep_delay is highly overall correlated with arr_delay | High correlation |
dep_time is highly overall correlated with arr_time and 3 other fields | High correlation |
distance is highly overall correlated with air_time and 2 other fields | High correlation |
hour is highly overall correlated with arr_time and 3 other fields | High correlation |
origin is highly overall correlated with carrier | High correlation |
sched_arr_time is highly overall correlated with air_time and 5 other fields | High correlation |
sched_dep_time is highly overall correlated with arr_time and 3 other fields | High correlation |
arr_delay has 3 (1.5%) missing values | Missing |
air_time has 3 (1.5%) missing values | Missing |
tailnum has unique values | Unique |
dep_delay has 14 (7.0%) zeros | Zeros |
arr_delay has 3 (1.5%) zeros | Zeros |
minute has 37 (18.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-12 08:32:30.556180 |
|---|---|
| Analysis finished | 2025-12-12 08:32:49.105859 |
| Duration | 18.55 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2013 |
|---|---|
| 2nd row | 2013 |
| 3rd row | 2013 |
| 4th row | 2013 |
| 5th row | 2013 |
Common Values
| Value | Count | Frequency (%) |
| 2013 | 199 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2013 | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 199 | |
| 0 | 199 | |
| 1 | 199 | |
| 3 | 199 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 796 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 199 | |
| 0 | 199 | |
| 1 | 199 | |
| 3 | 199 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 796 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 199 | |
| 0 | 199 | |
| 1 | 199 | |
| 3 | 199 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 796 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 199 | |
| 0 | 199 | |
| 1 | 199 | |
| 3 | 199 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 199 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 199 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 199 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 199 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 199 |
dep_time
Real number (ℝ)
High correlation
| Distinct | 125 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1616.4472 |
| Minimum | 1455 |
|---|---|
| Maximum | 1800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1455 |
|---|---|
| 5-th percentile | 1501.8 |
| Q1 | 1535 |
| median | 1619 |
| Q3 | 1709.5 |
| 95-th percentile | 1751 |
| Maximum | 1800 |
| Range | 345 |
| Interquartile range (IQR) | 174.5 |
Descriptive statistics
| Standard deviation | 89.046555 |
|---|---|
| Coefficient of variation (CV) | 0.05508782 |
| Kurtosis | -1.1953638 |
| Mean | 1616.4472 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | 0.080695233 |
| Sum | 321673 |
| Variance | 7929.2889 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1603 | 5 | 2.5% |
| 1552 | 4 | 2.0% |
| 1527 | 4 | 2.0% |
| 1744 | 4 | 2.0% |
| 1655 | 4 | 2.0% |
| 1539 | 3 | 1.5% |
| 1558 | 3 | 1.5% |
| 1610 | 3 | 1.5% |
| 1608 | 3 | 1.5% |
| 1554 | 3 | 1.5% |
| Other values (115) | 163 |
| Value | Count | Frequency (%) |
| 1455 | 2 | |
| 1456 | 2 | |
| 1457 | 2 | |
| 1458 | 1 | |
| 1459 | 2 | |
| 1500 | 1 | |
| 1502 | 1 | |
| 1505 | 2 | |
| 1506 | 2 | |
| 1507 | 2 |
| Value | Count | Frequency (%) |
| 1800 | 1 | 0.5% |
| 1759 | 1 | 0.5% |
| 1758 | 3 | |
| 1757 | 2 | |
| 1756 | 1 | 0.5% |
| 1753 | 1 | 0.5% |
| 1751 | 2 | |
| 1750 | 1 | 0.5% |
| 1745 | 1 | 0.5% |
| 1744 | 4 |
sched_dep_time
Real number (ℝ)
High correlation
| Distinct | 78 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1600.6482 |
| Minimum | 1310 |
|---|---|
| Maximum | 1800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1310 |
|---|---|
| 5-th percentile | 1452.7 |
| Q1 | 1527.5 |
| median | 1601 |
| Q3 | 1700 |
| 95-th percentile | 1745.1 |
| Maximum | 1800 |
| Range | 490 |
| Interquartile range (IQR) | 172.5 |
Descriptive statistics
| Standard deviation | 100.24307 |
|---|---|
| Coefficient of variation (CV) | 0.062626547 |
| Kurtosis | -0.47457178 |
| Mean | 1600.6482 |
| Median Absolute Deviation (MAD) | 83 |
| Skewness | -0.16820438 |
| Sum | 318529 |
| Variance | 10048.674 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1600 | 15 | 7.5% |
| 1700 | 12 | 6.0% |
| 1530 | 10 | 5.0% |
| 1630 | 9 | 4.5% |
| 1745 | 8 | 4.0% |
| 1500 | 7 | 3.5% |
| 1720 | 5 | 2.5% |
| 1545 | 5 | 2.5% |
| 1730 | 5 | 2.5% |
| 1459 | 5 | 2.5% |
| Other values (68) | 118 |
| Value | Count | Frequency (%) |
| 1310 | 1 | |
| 1338 | 1 | |
| 1340 | 1 | |
| 1359 | 1 | |
| 1420 | 1 | |
| 1430 | 1 | |
| 1437 | 1 | |
| 1443 | 1 | |
| 1445 | 1 | |
| 1450 | 1 |
| Value | Count | Frequency (%) |
| 1800 | 3 | 1.5% |
| 1759 | 2 | 1.0% |
| 1750 | 2 | 1.0% |
| 1749 | 2 | 1.0% |
| 1746 | 1 | 0.5% |
| 1745 | 8 | |
| 1740 | 1 | 0.5% |
| 1730 | 5 | |
| 1729 | 2 | 1.0% |
| 1725 | 3 | 1.5% |
dep_delay
Real number (ℝ)
High correlation Zeros
| Distinct | 57 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.577889 |
| Minimum | -14 |
|---|---|
| Maximum | 122 |
| Zeros | 14 |
| Zeros (%) | 7.0% |
| Negative | 87 |
| Negative (%) | 43.7% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -14 |
|---|---|
| 5-th percentile | -8 |
| Q1 | -4 |
| median | 0 |
| Q3 | 12 |
| 95-th percentile | 82.2 |
| Maximum | 122 |
| Range | 136 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 26.865409 |
|---|---|
| Coefficient of variation (CV) | 2.3204064 |
| Kurtosis | 4.6838322 |
| Mean | 11.577889 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.2288365 |
| Sum | 2304 |
| Variance | 721.75022 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5 | 14 | 7.0% |
| -3 | 14 | 7.0% |
| 0 | 14 | 7.0% |
| -6 | 13 | 6.5% |
| -4 | 12 | 6.0% |
| -2 | 12 | 6.0% |
| 1 | 8 | 4.0% |
| -8 | 7 | 3.5% |
| 2 | 7 | 3.5% |
| 8 | 6 | 3.0% |
| Other values (47) | 92 |
| Value | Count | Frequency (%) |
| -14 | 1 | 0.5% |
| -10 | 1 | 0.5% |
| -9 | 2 | 1.0% |
| -8 | 7 | |
| -7 | 5 | 2.5% |
| -6 | 13 | |
| -5 | 14 | |
| -4 | 12 | |
| -3 | 14 | |
| -2 | 12 |
| Value | Count | Frequency (%) |
| 122 | 1 | 0.5% |
| 119 | 1 | 0.5% |
| 115 | 1 | 0.5% |
| 105 | 1 | 0.5% |
| 91 | 1 | 0.5% |
| 88 | 4 | |
| 84 | 1 | 0.5% |
| 82 | 1 | 0.5% |
| 71 | 1 | 0.5% |
| 70 | 1 | 0.5% |
arr_time
Real number (ℝ)
High correlation
| Distinct | 143 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1879.1759 |
| Minimum | 1637 |
|---|---|
| Maximum | 2158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1637 |
|---|---|
| 5-th percentile | 1655 |
| Q1 | 1780 |
| median | 1858 |
| Q3 | 2002 |
| 95-th percentile | 2054.1 |
| Maximum | 2158 |
| Range | 521 |
| Interquartile range (IQR) | 222 |
Descriptive statistics
| Standard deviation | 127.00093 |
|---|---|
| Coefficient of variation (CV) | 0.067583313 |
| Kurtosis | -0.859473 |
| Mean | 1879.1759 |
| Median Absolute Deviation (MAD) | 105 |
| Skewness | 0.014085162 |
| Sum | 373956 |
| Variance | 16129.237 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1830 | 4 | 2.0% |
| 1753 | 3 | 1.5% |
| 2054 | 3 | 1.5% |
| 2002 | 3 | 1.5% |
| 2020 | 3 | 1.5% |
| 1904 | 3 | 1.5% |
| 1731 | 3 | 1.5% |
| 1912 | 3 | 1.5% |
| 1913 | 3 | 1.5% |
| 1925 | 3 | 1.5% |
| Other values (133) | 168 |
| Value | Count | Frequency (%) |
| 1637 | 1 | |
| 1638 | 1 | |
| 1643 | 1 | |
| 1649 | 1 | |
| 1650 | 1 | |
| 1651 | 2 | |
| 1652 | 1 | |
| 1654 | 1 | |
| 1655 | 2 | |
| 1657 | 1 |
| Value | Count | Frequency (%) |
| 2158 | 1 | |
| 2154 | 1 | |
| 2140 | 1 | |
| 2126 | 1 | |
| 2121 | 1 | |
| 2109 | 1 | |
| 2105 | 1 | |
| 2102 | 1 | |
| 2058 | 1 | |
| 2055 | 1 |
sched_arr_time
Real number (ℝ)
High correlation
| Distinct | 137 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1851.6482 |
| Minimum | 1431 |
|---|---|
| Maximum | 2201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1431 |
|---|---|
| 5-th percentile | 1640.8 |
| Q1 | 1743.5 |
| median | 1840 |
| Q3 | 1950 |
| 95-th percentile | 2052.3 |
| Maximum | 2201 |
| Range | 770 |
| Interquartile range (IQR) | 206.5 |
Descriptive statistics
| Standard deviation | 136.54228 |
|---|---|
| Coefficient of variation (CV) | 0.07374094 |
| Kurtosis | -0.37190773 |
| Mean | 1851.6482 |
| Median Absolute Deviation (MAD) | 101 |
| Skewness | -0.082560147 |
| Sum | 368478 |
| Variance | 18643.795 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1910 | 5 | 2.5% |
| 1655 | 4 | 2.0% |
| 1915 | 4 | 2.0% |
| 1820 | 4 | 2.0% |
| 1810 | 4 | 2.0% |
| 1840 | 4 | 2.0% |
| 1656 | 3 | 1.5% |
| 1855 | 3 | 1.5% |
| 1735 | 3 | 1.5% |
| 1830 | 3 | 1.5% |
| Other values (127) | 162 |
| Value | Count | Frequency (%) |
| 1431 | 1 | |
| 1515 | 1 | |
| 1553 | 1 | |
| 1603 | 1 | |
| 1620 | 1 | |
| 1626 | 1 | |
| 1628 | 1 | |
| 1632 | 1 | |
| 1634 | 1 | |
| 1639 | 1 |
| Value | Count | Frequency (%) |
| 2201 | 1 | |
| 2115 | 1 | |
| 2112 | 1 | |
| 2110 | 2 | |
| 2105 | 1 | |
| 2100 | 1 | |
| 2059 | 1 | |
| 2058 | 1 | |
| 2055 | 1 | |
| 2052 | 1 |
arr_delay
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 90 |
|---|---|
| Distinct (%) | 45.9% |
| Missing | 3 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.183673 |
| Minimum | -40 |
|---|---|
| Maximum | 136 |
| Zeros | 3 |
| Zeros (%) | 1.5% |
| Negative | 64 |
| Negative (%) | 32.2% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -40 |
|---|---|
| 5-th percentile | -23.25 |
| Q1 | -4 |
| median | 8 |
| Q3 | 25.25 |
| 95-th percentile | 78.5 |
| Maximum | 136 |
| Range | 176 |
| Interquartile range (IQR) | 29.25 |
Descriptive statistics
| Standard deviation | 32.629968 |
|---|---|
| Coefficient of variation (CV) | 2.1490167 |
| Kurtosis | 2.6887416 |
| Mean | 15.183673 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 1.4835729 |
| Sum | 2976 |
| Variance | 1064.7148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 11 | 5.5% |
| -4 | 7 | 3.5% |
| 16 | 7 | 3.5% |
| 6 | 6 | 3.0% |
| 4 | 5 | 2.5% |
| 17 | 4 | 2.0% |
| -17 | 4 | 2.0% |
| -12 | 4 | 2.0% |
| -6 | 4 | 2.0% |
| -5 | 4 | 2.0% |
| Other values (80) | 140 |
| Value | Count | Frequency (%) |
| -40 | 1 | |
| -35 | 1 | |
| -34 | 1 | |
| -33 | 1 | |
| -32 | 1 | |
| -30 | 1 | |
| -29 | 1 | |
| -28 | 1 | |
| -24 | 2 | |
| -23 | 1 |
| Value | Count | Frequency (%) |
| 136 | 1 | |
| 127 | 1 | |
| 125 | 1 | |
| 123 | 2 | |
| 115 | 1 | |
| 107 | 1 | |
| 96 | 1 | |
| 91 | 1 | |
| 80 | 1 | |
| 78 | 1 |
carrier
Categorical
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| UA | |
|---|---|
| B6 | |
| DL | |
| EV | |
| AA | |
| Other values (7) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | B6 |
|---|---|
| 2nd row | DL |
| 3rd row | UA |
| 4th row | UA |
| 5th row | UA |
Common Values
| Value | Count | Frequency (%) |
| UA | 41 | |
| B6 | 36 | |
| DL | 29 | |
| EV | 27 | |
| AA | 21 | |
| MQ | 17 | |
| 9E | 9 | 4.5% |
| WN | 8 | 4.0% |
| US | 6 | 3.0% |
| FL | 2 | 1.0% |
| Other values (2) | 3 | 1.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ua | 41 | |
| b6 | 36 | |
| dl | 29 | |
| ev | 27 | |
| aa | 21 | |
| mq | 17 | |
| 9e | 9 | 4.5% |
| wn | 8 | 4.0% |
| us | 6 | 3.0% |
| fl | 2 | 1.0% |
| Other values (2) | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 83 | |
| U | 47 | |
| B | 36 | |
| 6 | 36 | |
| E | 36 | |
| L | 31 | 7.8% |
| D | 29 | 7.3% |
| V | 29 | 7.3% |
| M | 17 | 4.3% |
| Q | 17 | 4.3% |
| Other values (6) | 37 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 398 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 83 | |
| U | 47 | |
| B | 36 | |
| 6 | 36 | |
| E | 36 | |
| L | 31 | 7.8% |
| D | 29 | 7.3% |
| V | 29 | 7.3% |
| M | 17 | 4.3% |
| Q | 17 | 4.3% |
| Other values (6) | 37 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 398 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 83 | |
| U | 47 | |
| B | 36 | |
| 6 | 36 | |
| E | 36 | |
| L | 31 | 7.8% |
| D | 29 | 7.3% |
| V | 29 | 7.3% |
| M | 17 | 4.3% |
| Q | 17 | 4.3% |
| Other values (6) | 37 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 398 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 83 | |
| U | 47 | |
| B | 36 | |
| 6 | 36 | |
| E | 36 | |
| L | 31 | 7.8% |
| D | 29 | 7.3% |
| V | 29 | 7.3% |
| M | 17 | 4.3% |
| Q | 17 | 4.3% |
| Other values (6) | 37 |
flight
Real number (ℝ)
| Distinct | 196 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1805.6935 |
| Minimum | 4 |
|---|---|
| Maximum | 5712 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 78.9 |
| Q1 | 511.5 |
| median | 1222 |
| Q3 | 3353.5 |
| 95-th percentile | 4572.7 |
| Maximum | 5712 |
| Range | 5708 |
| Interquartile range (IQR) | 2842 |
Descriptive statistics
| Standard deviation | 1626.3608 |
|---|---|
| Coefficient of variation (CV) | 0.90068489 |
| Kurtosis | -0.84271026 |
| Mean | 1805.6935 |
| Median Absolute Deviation (MAD) | 845 |
| Skewness | 0.77170784 |
| Sum | 359333 |
| Variance | 2645049.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 509 | 2 | 1.0% |
| 1635 | 2 | 1.0% |
| 702 | 2 | 1.0% |
| 1053 | 1 | 0.5% |
| 379 | 1 | 0.5% |
| 720 | 1 | 0.5% |
| 4429 | 1 | 0.5% |
| 5675 | 1 | 0.5% |
| 1105 | 1 | 0.5% |
| 377 | 1 | 0.5% |
| Other values (186) | 186 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 12 | 1 | |
| 15 | 1 | |
| 27 | 1 | |
| 31 | 1 | |
| 35 | 1 | |
| 63 | 1 | |
| 69 | 1 |
| Value | Count | Frequency (%) |
| 5712 | 1 | |
| 5709 | 1 | |
| 5675 | 1 | |
| 5163 | 1 | |
| 4705 | 1 | |
| 4661 | 1 | |
| 4588 | 1 | |
| 4581 | 1 | |
| 4580 | 1 | |
| 4579 | 1 |
tailnum
Text
Unique
| Distinct | 199 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.9949749 |
| Min length | 5 |
Unique
| Unique | 199 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | N203JB |
|---|---|
| 2nd row | N997DL |
| 3rd row | N802UA |
| 4th row | N24212 |
| 5th row | N401UA |
| Value | Count | Frequency (%) |
| n203jb | 1 | 0.5% |
| n997dl | 1 | 0.5% |
| n802ua | 1 | 0.5% |
| n24212 | 1 | 0.5% |
| n401ua | 1 | 0.5% |
| n539uw | 1 | 0.5% |
| n736mq | 1 | 0.5% |
| n15572 | 1 | 0.5% |
| n75435 | 1 | 0.5% |
| n633jb | 1 | 0.5% |
| Other values (189) | 189 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 214 | |
| 1 | 88 | 7.4% |
| 3 | 86 | 7.2% |
| A | 75 | 6.3% |
| 5 | 75 | 6.3% |
| 6 | 73 | 6.1% |
| 9 | 67 | 5.6% |
| 7 | 66 | 5.5% |
| 4 | 58 | 4.9% |
| 2 | 58 | 4.9% |
| Other values (22) | 333 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1193 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 214 | |
| 1 | 88 | 7.4% |
| 3 | 86 | 7.2% |
| A | 75 | 6.3% |
| 5 | 75 | 6.3% |
| 6 | 73 | 6.1% |
| 9 | 67 | 5.6% |
| 7 | 66 | 5.5% |
| 4 | 58 | 4.9% |
| 2 | 58 | 4.9% |
| Other values (22) | 333 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1193 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 214 | |
| 1 | 88 | 7.4% |
| 3 | 86 | 7.2% |
| A | 75 | 6.3% |
| 5 | 75 | 6.3% |
| 6 | 73 | 6.1% |
| 9 | 67 | 5.6% |
| 7 | 66 | 5.5% |
| 4 | 58 | 4.9% |
| 2 | 58 | 4.9% |
| Other values (22) | 333 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1193 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 214 | |
| 1 | 88 | 7.4% |
| 3 | 86 | 7.2% |
| A | 75 | 6.3% |
| 5 | 75 | 6.3% |
| 6 | 73 | 6.1% |
| 9 | 67 | 5.6% |
| 7 | 66 | 5.5% |
| 4 | 58 | 4.9% |
| 2 | 58 | 4.9% |
| Other values (22) | 333 |
origin
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| EWR | |
|---|---|
| JFK | |
| LGA |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JFK |
|---|---|
| 2nd row | LGA |
| 3rd row | LGA |
| 4th row | EWR |
| 5th row | EWR |
Common Values
| Value | Count | Frequency (%) |
| EWR | 74 | |
| JFK | 73 | |
| LGA | 52 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ewr | 74 | |
| jfk | 73 | |
| lga | 52 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 74 | |
| W | 74 | |
| R | 74 | |
| J | 73 | |
| F | 73 | |
| K | 73 | |
| L | 52 | |
| G | 52 | |
| A | 52 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 74 | |
| W | 74 | |
| R | 74 | |
| J | 73 | |
| F | 73 | |
| K | 73 | |
| L | 52 | |
| G | 52 | |
| A | 52 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 74 | |
| W | 74 | |
| R | 74 | |
| J | 73 | |
| F | 73 | |
| K | 73 | |
| L | 52 | |
| G | 52 | |
| A | 52 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 74 | |
| W | 74 | |
| R | 74 | |
| J | 73 | |
| F | 73 | |
| K | 73 | |
| L | 52 | |
| G | 52 | |
| A | 52 |
dest
Text
| Distinct | 58 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 10.6% |
Sample
| 1st row | PIT |
|---|---|
| 2nd row | PBI |
| 3rd row | ORD |
| 4th row | AUS |
| 5th row | RSW |
| Value | Count | Frequency (%) |
| ord | 13 | 6.5% |
| mco | 13 | 6.5% |
| atl | 10 | 5.0% |
| fll | 9 | 4.5% |
| lax | 8 | 4.0% |
| den | 8 | 4.0% |
| clt | 7 | 3.5% |
| tpa | 6 | 3.0% |
| dfw | 6 | 3.0% |
| sfo | 6 | 3.0% |
| Other values (48) | 113 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 58 | 9.7% |
| L | 55 | 9.2% |
| D | 51 | 8.5% |
| S | 45 | 7.5% |
| O | 41 | 6.9% |
| T | 37 | 6.2% |
| C | 37 | 6.2% |
| M | 32 | 5.4% |
| R | 30 | 5.0% |
| I | 27 | 4.5% |
| Other values (15) | 184 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 58 | 9.7% |
| L | 55 | 9.2% |
| D | 51 | 8.5% |
| S | 45 | 7.5% |
| O | 41 | 6.9% |
| T | 37 | 6.2% |
| C | 37 | 6.2% |
| M | 32 | 5.4% |
| R | 30 | 5.0% |
| I | 27 | 4.5% |
| Other values (15) | 184 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 58 | 9.7% |
| L | 55 | 9.2% |
| D | 51 | 8.5% |
| S | 45 | 7.5% |
| O | 41 | 6.9% |
| T | 37 | 6.2% |
| C | 37 | 6.2% |
| M | 32 | 5.4% |
| R | 30 | 5.0% |
| I | 27 | 4.5% |
| Other values (15) | 184 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 58 | 9.7% |
| L | 55 | 9.2% |
| D | 51 | 8.5% |
| S | 45 | 7.5% |
| O | 41 | 6.9% |
| T | 37 | 6.2% |
| C | 37 | 6.2% |
| M | 32 | 5.4% |
| R | 30 | 5.0% |
| I | 27 | 4.5% |
| Other values (15) | 184 |
air_time
Real number (ℝ)
High correlation Missing
| Distinct | 128 |
|---|---|
| Distinct (%) | 65.3% |
| Missing | 3 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.9898 |
| Minimum | 35 |
|---|---|
| Maximum | 370 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 107.5 |
| median | 148 |
| Q3 | 235 |
| 95-th percentile | 349.5 |
| Maximum | 370 |
| Range | 335 |
| Interquartile range (IQR) | 127.5 |
Descriptive statistics
| Standard deviation | 89.979598 |
|---|---|
| Coefficient of variation (CV) | 0.53245581 |
| Kurtosis | -0.28735991 |
| Mean | 168.9898 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 0.73444288 |
| Sum | 33122 |
| Variance | 8096.3281 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 152 | 5 | 2.5% |
| 156 | 5 | 2.5% |
| 146 | 4 | 2.0% |
| 141 | 4 | 2.0% |
| 171 | 3 | 1.5% |
| 167 | 3 | 1.5% |
| 135 | 3 | 1.5% |
| 140 | 3 | 1.5% |
| 247 | 3 | 1.5% |
| 106 | 3 | 1.5% |
| Other values (118) | 160 |
| Value | Count | Frequency (%) |
| 35 | 2 | |
| 36 | 2 | |
| 38 | 1 | |
| 40 | 1 | |
| 41 | 2 | |
| 42 | 1 | |
| 45 | 2 | |
| 48 | 2 | |
| 52 | 1 | |
| 53 | 2 |
| Value | Count | Frequency (%) |
| 370 | 1 | |
| 363 | 1 | |
| 362 | 1 | |
| 360 | 2 | |
| 357 | 2 | |
| 356 | 1 | |
| 354 | 1 | |
| 351 | 1 | |
| 349 | 1 | |
| 348 | 1 |
distance
Real number (ℝ)
High correlation
| Distinct | 103 |
|---|---|
| Distinct (%) | 51.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1050.0251 |
| Minimum | 94 |
|---|---|
| Maximum | 2586 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 94 |
|---|---|
| 5-th percentile | 200 |
| Q1 | 544 |
| median | 944 |
| Q3 | 1395.5 |
| 95-th percentile | 2475 |
| Maximum | 2586 |
| Range | 2492 |
| Interquartile range (IQR) | 851.5 |
Descriptive statistics
| Standard deviation | 672.04929 |
|---|---|
| Coefficient of variation (CV) | 0.64003163 |
| Kurtosis | -0.033468908 |
| Mean | 1050.0251 |
| Median Absolute Deviation (MAD) | 428 |
| Skewness | 0.89158702 |
| Sum | 208955 |
| Variance | 451650.25 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2475 | 6 | 3.0% |
| 762 | 6 | 3.0% |
| 937 | 6 | 3.0% |
| 719 | 5 | 2.5% |
| 733 | 5 | 2.5% |
| 1069 | 4 | 2.0% |
| 1620 | 4 | 2.0% |
| 944 | 4 | 2.0% |
| 2586 | 4 | 2.0% |
| 1598 | 4 | 2.0% |
| Other values (93) | 151 |
| Value | Count | Frequency (%) |
| 94 | 1 | 0.5% |
| 143 | 1 | 0.5% |
| 184 | 1 | 0.5% |
| 187 | 3 | |
| 199 | 3 | |
| 200 | 2 | |
| 209 | 2 | |
| 212 | 1 | 0.5% |
| 213 | 1 | 0.5% |
| 228 | 2 |
| Value | Count | Frequency (%) |
| 2586 | 4 | |
| 2565 | 2 | 1.0% |
| 2475 | 6 | |
| 2454 | 3 | |
| 2446 | 3 | |
| 2425 | 1 | 0.5% |
| 2402 | 1 | 0.5% |
| 2248 | 2 | 1.0% |
| 2227 | 1 | 0.5% |
| 2153 | 2 | 1.0% |
hour
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.748744 |
| Minimum | 13 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 15 |
| median | 16 |
| Q3 | 17 |
| 95-th percentile | 17 |
| Maximum | 18 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0479349 |
|---|---|
| Coefficient of variation (CV) | 0.066540858 |
| Kurtosis | -0.40593226 |
| Mean | 15.748744 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.27905371 |
| Sum | 3134 |
| Variance | 1.0981676 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 15 | 62 | |
| 16 | 61 | |
| 17 | 52 | |
| 14 | 17 | 8.5% |
| 13 | 4 | 2.0% |
| 18 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 13 | 4 | 2.0% |
| 14 | 17 | 8.5% |
| 15 | 62 | |
| 16 | 61 | |
| 17 | 52 | |
| 18 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 18 | 3 | 1.5% |
| 17 | 52 | |
| 16 | 61 | |
| 15 | 62 | |
| 14 | 17 | 8.5% |
| 13 | 4 | 2.0% |
minute
Real number (ℝ)
Zeros
| Distinct | 41 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.773869 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 37 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 29 |
| Q3 | 44.5 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 35.5 |
Descriptive statistics
| Standard deviation | 19.191594 |
|---|---|
| Coefficient of variation (CV) | 0.7446144 |
| Kurtosis | -1.2725466 |
| Mean | 25.773869 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.078756422 |
| Sum | 5129 |
| Variance | 368.31729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 30 | 25 | |
| 45 | 14 | 7.0% |
| 50 | 11 | 5.5% |
| 20 | 11 | 5.5% |
| 10 | 10 | 5.0% |
| 59 | 9 | 4.5% |
| 15 | 9 | 4.5% |
| 5 | 7 | 3.5% |
| 40 | 7 | 3.5% |
| Other values (31) | 59 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 3 | 1.5% |
| 2 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 5 | 7 | 3.5% |
| 9 | 2 | 1.0% |
| 10 | 10 | 5.0% |
| 12 | 1 | 0.5% |
| 15 | 9 | 4.5% |
| 16 | 2 | 1.0% |
| Value | Count | Frequency (%) |
| 59 | 9 | |
| 57 | 2 | 1.0% |
| 55 | 5 | |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 11 | |
| 49 | 2 | 1.0% |
| 48 | 3 | 1.5% |
| 47 | 1 | 0.5% |
| 46 | 1 | 0.5% |
time_hour
Date
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| Minimum | 2013-01-01 13:00:00 |
|---|---|
| Maximum | 2013-01-01 18:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=6)
Interactions
Correlations
| air_time | arr_delay | arr_time | carrier | dep_delay | dep_time | distance | flight | hour | minute | origin | sched_arr_time | sched_dep_time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| air_time | 1.000 | -0.106 | 0.561 | 0.264 | -0.043 | 0.064 | 0.973 | -0.456 | 0.118 | -0.035 | 0.229 | 0.564 | 0.112 |
| arr_delay | -0.106 | 1.000 | 0.022 | 0.108 | 0.701 | 0.037 | -0.186 | 0.219 | -0.279 | 0.190 | 0.291 | -0.310 | -0.248 |
| arr_time | 0.561 | 0.022 | 1.000 | 0.000 | 0.062 | 0.755 | 0.595 | -0.307 | 0.660 | 0.064 | 0.000 | 0.907 | 0.703 |
| carrier | 0.264 | 0.108 | 0.000 | 1.000 | 0.113 | 0.000 | 0.286 | 0.402 | 0.061 | 0.000 | 0.553 | 0.116 | 0.000 |
| dep_delay | -0.043 | 0.701 | 0.062 | 0.113 | 1.000 | 0.089 | -0.070 | 0.095 | -0.295 | 0.224 | 0.284 | -0.202 | -0.251 |
| dep_time | 0.064 | 0.037 | 0.755 | 0.000 | 0.089 | 1.000 | 0.081 | -0.102 | 0.853 | 0.058 | 0.000 | 0.712 | 0.910 |
| distance | 0.973 | -0.186 | 0.595 | 0.286 | -0.070 | 0.081 | 1.000 | -0.483 | 0.139 | -0.038 | 0.242 | 0.620 | 0.132 |
| flight | -0.456 | 0.219 | -0.307 | 0.402 | 0.095 | -0.102 | -0.483 | 1.000 | -0.137 | -0.044 | 0.246 | -0.406 | -0.147 |
| hour | 0.118 | -0.279 | 0.660 | 0.061 | -0.295 | 0.853 | 0.139 | -0.137 | 1.000 | -0.305 | 0.062 | 0.754 | 0.961 |
| minute | -0.035 | 0.190 | 0.064 | 0.000 | 0.224 | 0.058 | -0.038 | -0.044 | -0.305 | 1.000 | 0.000 | -0.022 | -0.051 |
| origin | 0.229 | 0.291 | 0.000 | 0.553 | 0.284 | 0.000 | 0.242 | 0.246 | 0.062 | 0.000 | 1.000 | 0.116 | 0.036 |
| sched_arr_time | 0.564 | -0.310 | 0.907 | 0.116 | -0.202 | 0.712 | 0.620 | -0.406 | 0.754 | -0.022 | 0.116 | 1.000 | 0.786 |
| sched_dep_time | 0.112 | -0.248 | 0.703 | 0.000 | -0.251 | 0.910 | 0.132 | -0.147 | 0.961 | -0.051 | 0.036 | 0.786 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| year | month | day | dep_time | sched_dep_time | dep_delay | arr_time | sched_arr_time | arr_delay | carrier | flight | tailnum | origin | dest | air_time | distance | hour | minute | time_hour | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2013 | 1 | 1 | 1455 | 1459 | -4 | 1655 | 1645 | 10.0 | B6 | 1053 | N203JB | JFK | PIT | 87.0 | 340 | 14 | 59 | 01-01-2013 14:00 |
| 1 | 2013 | 1 | 1 | 1455 | 1500 | -5 | 1753 | 1810 | -17.0 | DL | 1997 | N997DL | LGA | PBI | 152.0 | 1035 | 15 | 0 | 01-01-2013 15:00 |
| 2 | 2013 | 1 | 1 | 1456 | 1500 | -4 | 1649 | 1632 | 17.0 | UA | 685 | N802UA | LGA | ORD | 140.0 | 733 | 15 | 0 | 01-01-2013 15:00 |
| 3 | 2013 | 1 | 1 | 1456 | 1455 | 1 | 1830 | 1813 | 17.0 | UA | 1134 | N24212 | EWR | AUS | 252.0 | 1504 | 14 | 55 | 01-01-2013 14:00 |
| 4 | 2013 | 1 | 1 | 1457 | 1500 | -3 | 1758 | 1815 | -17.0 | UA | 379 | N401UA | EWR | RSW | 166.0 | 1068 | 15 | 0 | 01-01-2013 15:00 |
| 5 | 2013 | 1 | 1 | 1457 | 1500 | -3 | 1652 | 1656 | -4.0 | US | 720 | N539UW | EWR | CLT | 97.0 | 529 | 15 | 0 | 01-01-2013 15:00 |
| 6 | 2013 | 1 | 1 | 1458 | 1500 | -2 | 1658 | 1655 | 3.0 | MQ | 4429 | N736MQ | LGA | CMH | 94.0 | 479 | 15 | 0 | 01-01-2013 15:00 |
| 7 | 2013 | 1 | 1 | 1459 | 1501 | -2 | 1651 | 1651 | 0.0 | EV | 5675 | N15572 | EWR | CMH | 96.0 | 463 | 15 | 1 | 01-01-2013 15:00 |
| 8 | 2013 | 1 | 1 | 1459 | 1454 | 5 | 1750 | 1751 | -1.0 | UA | 1105 | N75435 | EWR | TPA | 152.0 | 997 | 14 | 54 | 01-01-2013 14:00 |
| 9 | 2013 | 1 | 1 | 1500 | 1459 | 1 | 1809 | 1806 | 3.0 | B6 | 377 | N633JB | LGA | FLL | 167.0 | 1076 | 14 | 59 | 01-01-2013 14:00 |
| year | month | day | dep_time | sched_dep_time | dep_delay | arr_time | sched_arr_time | arr_delay | carrier | flight | tailnum | origin | dest | air_time | distance | hour | minute | time_hour | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 2013 | 1 | 1 | 1751 | 1745 | 6 | 2015 | 1910 | 65.0 | WN | 3384 | N764SW | EWR | MDW | 148.0 | 711 | 17 | 45 | 01-01-2013 17:00 |
| 190 | 2013 | 1 | 1 | 1753 | 1745 | 8 | 2058 | 2037 | 21.0 | B6 | 391 | N630JB | LGA | MCO | 144.0 | 950 | 17 | 45 | 01-01-2013 17:00 |
| 191 | 2013 | 1 | 1 | 1756 | 1725 | 31 | 2036 | 2019 | 17.0 | UA | 376 | N523UA | EWR | MCO | 140.0 | 937 | 17 | 25 | 01-01-2013 17:00 |
| 192 | 2013 | 1 | 1 | 1757 | 1703 | 54 | 1904 | 1813 | 51.0 | EV | 4373 | N14998 | EWR | DCA | 45.0 | 199 | 17 | 3 | 01-01-2013 17:00 |
| 193 | 2013 | 1 | 1 | 1757 | 1759 | -2 | 2027 | 2042 | -15.0 | DL | 1047 | N643DL | LGA | ATL | 125.0 | 762 | 17 | 59 | 01-01-2013 17:00 |
| 194 | 2013 | 1 | 1 | 1758 | 1800 | -2 | 1905 | 1917 | -12.0 | B6 | 1016 | N304JB | JFK | BOS | 36.0 | 187 | 18 | 0 | 01-01-2013 18:00 |
| 195 | 2013 | 1 | 1 | 1758 | 1800 | -2 | 2105 | 2110 | -5.0 | B6 | 989 | N663JB | JFK | FLL | 152.0 | 1069 | 18 | 0 | 01-01-2013 18:00 |
| 196 | 2013 | 1 | 1 | 1758 | 1749 | 9 | 2020 | 1943 | 37.0 | UA | 1676 | N37274 | EWR | ORD | 135.0 | 719 | 17 | 49 | 01-01-2013 17:00 |
| 197 | 2013 | 1 | 1 | 1759 | 1759 | 0 | 1957 | 1949 | 8.0 | EV | 4581 | N13566 | EWR | CMH | 95.0 | 463 | 17 | 59 | 01-01-2013 17:00 |
| 198 | 2013 | 1 | 1 | 1800 | 1800 | 0 | 1945 | 1951 | -6.0 | B6 | 1111 | N294JB | JFK | RDU | 78.0 | 427 | 18 | 0 | 01-01-2013 18:00 |